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The cyclicality of R&D investment revisited

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  • Hans van Ophem

    (University of Amsterdam)

  • Noud P.A. van Giersbergen
  • Kees Jan van Garderen
  • Maurice J.G. Bun

Abstract

In Fabrizio and Tsolmon (2014) and Barlevy (2007) it is concluded that R&D investments are procyclical. Fabrizio and Tsolmon (2014) utilize a model based on Barlevy (2007), but differs in some respects and allows for more heterogeneity. However, we doubt whether their implied trends are intended. Fabrizio and Tsolman also set missing values for R&D equal to zero leading to unrealistic jumps in investment and its first differences. We reconcile and replicate both the Fabrizio and Tsolmon and Barlevy papers by considering extensions that encompass both models. Furthermore, we treat missing values more appropriately to check robustness of the results. Procyclicality is confirmed, but we find much less heterogeneity than Fabrizio and Tsolmon (2014) do. In particular obsolescence and patent effectiveness are no longer important but external financing is.

Suggested Citation

  • Hans van Ophem & Noud P.A. van Giersbergen & Kees Jan van Garderen & Maurice J.G. Bun, 2017. "The cyclicality of R&D investment revisited," UvA-Econometrics Working Papers 17-01, Universiteit van Amsterdam, Dept. of Econometrics.
  • Handle: RePEc:ame:wpaper:1701
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    References listed on IDEAS

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    1. Philippe Aghion & Philippe Askenazy & Nicolas Berman & Gilbert Cette & Laurent Eymard, 2012. "Credit Constraints And The Cyclicality Of R&D Investment: Evidence From France," Journal of the European Economic Association, European Economic Association, vol. 10(5), pages 1001-1024, October.
    2. repec:fth:harver:1473 is not listed on IDEAS
    3. Patrick Francois & Huw Lloyd-Ellis, 2003. "Animal Spirits Through Creative Destruction," American Economic Review, American Economic Association, vol. 93(3), pages 530-550, June.
    4. Walde, Klaus & Woitek, Ulrich, 2004. "R&D expenditure in G7 countries and the implications for endogenous fluctuations and growth," Economics Letters, Elsevier, vol. 82(1), pages 91-97, January.
    5. Reinhard Schunck, 2013. "Within and between estimates in random-effects models: Advantages and drawbacks of correlated random effects and hybrid models," Stata Journal, StataCorp LP, vol. 13(1), pages 65-76, March.
    6. Diego Comin & Mark Gertler, 2006. "Medium-Term Business Cycles," American Economic Review, American Economic Association, vol. 96(3), pages 523-551, June.
    7. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    8. Matthew Rafferty & Mark Funk, 2004. "Demand shocks and firm-financed R&D expenditures," Applied Economics, Taylor & Francis Journals, vol. 36(14), pages 1529-1536.
    9. Gadi Barlevy, 2007. "On the Cyclicality of Research and Development," American Economic Review, American Economic Association, vol. 97(4), pages 1131-1164, September.
    10. Himmelberg, Charles P & Petersen, Bruce C, 1994. "R&D and Internal Finance: A Panel Study of Small Firms in High-Tech Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 38-51, February.
    11. Sylvie Goetgeluk & Stijn Vansteelandt, 2008. "Conditional Generalized Estimating Equations for the Analysis of Clustered and Longitudinal Data," Biometrics, The International Biometric Society, vol. 64(3), pages 772-780, September.
    12. Aghion, P. & Askenazy, P. & Berman, N. & Cette, G. & Eymard, L., 2008. "Credit Constraints and the Cyclicality of R&D Investment: Evidence from France," Working papers 198, Banque de France.
    13. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    14. Philippe Aghion & George-Marios Angeletos & Abhijit Banerjee & Kalina Manova, 2005. "Volatility and Growth: Credit Constraints and Productivity-Enhancing Investment," NBER Working Papers 11349, National Bureau of Economic Research, Inc.
    15. Geroski, P A & Walters, C F, 1995. "Innovative Activity over the Business Cycle," Economic Journal, Royal Economic Society, vol. 105(431), pages 916-928, July.
    16. Min Ouyang, 2011. "On the Cyclicality of R&D," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 542-553, May.
    17. Kira R. Fabrizio & Ulya Tsolmon, 2014. "An Empirical Examination of the Procyclicality of R&D Investment and Innovation," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 662-675, October.
    18. Patrick Francois & Huw Lloyd-Ellis, 2009. "Schumpeterian Business Cycles with Pro-Cyclical R&D," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(4), pages 567-591, October.
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